The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Guerrero Lozano, Vanesa vaguerre@est-econ.uc3m.es

Estadística / Universidad Carlos III de Madrid

Publications

Biobjective Sparse Principal Component Analysis

  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa

JOURNAL OF MULTIVARIATE ANALYSIS (p. 151-159) - 11/2014

https://doi.org/10.1016/j.jmva.2014.07.010 View at source

  • EISSN 1095-7243
  • ISSN 0047-259X

rs-Sparse Principal Component Analysis: A Mixed Integer Nonlinear Programming Approach with VNS

  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa

COMPUTERS & OPERATIONS RESEARCH (p. 349-354) - 12/2014

  • EISSN 1873-765X
  • ISSN 0305-0548

Visualizing proportions and dissimilarities by Space-filling maps: A Large Neighborhood Search Approach

  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa
  • Romero Morales, Dolores

COMPUTERS & OPERATIONS RESEARCH (p. 369-380) - 2/2017

https://doi.org/10.1016/j.cor.2016.09.018 View at source

  • EISSN 1873-765X
  • ISSN 0305-0548

On Mathematical Optimization for the visualization of frequencies and adjacencies as rectangular maps

  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa
  • Romero Morales, Dolores

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (p. 290-302) - 2/2018

https://doi.org/10.1016/j.ejor.2017.07.023 View at source

  • EISSN 1872-6860
  • ISSN 0377-2217

Visualizing data as objects by DC (difference of convex) optimization

  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa
  • Romero Morales, Dolores

MATHEMATICAL PROGRAMMING (p. 119-140) - 5/2018

https://doi.org/10.1007/s10107-017-1156-1 View at source

  • EISSN 1436-4646
  • ISSN 0025-5610

On Building Online Visualization Maps for News Data Streams by Means of Mathematical Optimization

  • Guerrero Lozano, Vanesa
  • Carrizosa, Emilio
  • Hardt, Daniel
  • Morales Romero, Dolores

Big Data - 6/2018

10.1089/big.2018.0017 View at source

  • ISSN 2167-6461

Enhancing Interpretability in Factor Analysis by Means of Mathematical Optimization

  • Guerrero Lozano, Vanesa
  • Carrizosa, E.
  • Guerrero Lozano, V.
  • Romero Morales, D.
  • Santorra Brucart, A.

MULTIVARIATE BEHAVIORAL RESEARCH (p. 748-762) - 10/2019

Editor: UNIVERSIDAD DE OVIEDO

https://doi.org/10.1080/00273171.2019.1677208 View at source

  • ISBN 978-84-16664-98-6
  • ISSN 0027-3171

Locating service facilities with concave variable cost

  • Aboolian, Robert
  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa
  • Wang, Jiamin

Journal of Supply Chain and Operations Management (p. 96-110) - 2/2019

  • ISSN 2167-7115

Visualization of complex dynamic datasets by means of mathematical optimization

  • Carrizosa, Emilio
  • Guerrero Lozano, Vanesa
  • Romero Morales, Dolores

OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE (p. 125-136) - 7/2019

10.1016/j.omega.2018.07.008 View at source

  • EISSN 1873-5274
  • ISSN 0305-0483
Open Access

Use of the p-values as a size-dependent function to address practical differences when analyzing large datasets

  • Gomez De Mariscal, Estibaliz
  • Guerrero Lozano, Vanesa
  • Sneider, Alexandra
  • Jayatilaka, Hasini
  • Phillip, Jude M.
  • Wirtz, Denis
  • Muñoz Barrutia, Maria Arrate
... View more Collapse

Scientific Reports (p. 1-13) - 10/2021

https://doi.org/10.1038/s41598-021-00199-5 View at source

  • ISSN 2045-2322

This researcher has no books.

Biological Age Imputation by Data Depth. In: Building Bridges between Soft and Statistical Methodologies for Data Science

  • Cabras, Stefano
  • Cascos Fernandez, Ignacio
  • D Auria, Bernardo
  • Durban Reguera, Maria Luz
  • Guerrero Lozano, Vanesa
  • Ochoa, Maicol

Building Bridges between Soft and Statistical Methodologies for Data Science - 8/2023

Editor: SPRINGER

https://doi.org/10.1007/978-3-031-15509-3_8 View at source

  • ISBN 978-3-031-15509-3

Visualizing dynamic data: A Mathematical optimization approach

  • Guerrero Lozano, Vanesa

1st Spanish Young Statisticians and Operational Researchers Meeting (SYSORM2017) - 2017

MINLP to visualize dynamic proximities and frequencies

  • Guerrero Lozano, Vanesa
  • Carrizosa, Emilio
  • Romero Morales, Dolores

23rd International Symposium on Mathematical Programming (ISMP2018) - 2018

On aggregation of groups and categories in contingency tables

  • Carrizosa, E.
  • Guerrero Lozano, Vanesa
  • Romero Morales, D.

XXXVIII Congreso Nacional SEIO, XII Jornadas de Estadística Pública : Alcoy. 3-6 septiembre (p. 60) - 2019

Editor: UNIVERSIDAD POLITECNICA DE VALENCIA

  • ISBN 978-84-09-13580-6
Open Access

Constrained smoothing and out-of-range prediction using P¿splines: an application to COVID-19 evolution

  • Navarro García, Manuel
  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz

XVIII Congreso de Biometría CEBMADRID (p. 12-16) - 2022

  • ISBN 978-84-16829-70-5
Open Access

Biological age imputation by data depth

  • Cabras, Stefano
  • Cascos Fernandez, Ignacio
  • D Auria, Bernardo
  • Durban Reguera, Maria Luz
  • Guerrero Lozano, Vanesa

XVIII Congreso de Biometría CEBMADRID (p. 89) - 2022

  • ISBN 978-84-16829-70-5
Open Access

An effective framework for multivariate shape-constrained regression using P-splines

  • Navarro García, Manuel
  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz

V International Workshop on Proximity Data, Multivariate Analysis and Classification (p. 22-22) - 2023

Editor: UNIVERSIDAD CARLOS III DE MADRID

  • ISBN 978-84-16829-90-3

This researcher has no working papers.

This researcher has no technical reports.

Análisis de la malla batch de Santander España mediante técnicas de Machine Learning No Supervisado para su optimización

  • Lillo Rodriguez, Rosa Elvira
  • Cuevas Rumin, Ruben
  • Arribas Gil, Ana
  • Griol Barres, David
  • Alves Portela Santos, Andre
  • Sguera, Carlo
  • Ucar Marques, Iñaki
  • Guerrero Lozano, Vanesa
  • Fernandez-oruña Fernandez-escalante, Cristina
  • Cifuentes Quintero, Jenny Alexandra
... View more Collapse

Period: 02-12-2019 - 02-08-2020

Type of funding: Regional

Funding entity: BANCO SANTANDER, SA

PITUFLOW-CM-UC3M - Pattern Identification in Turbulence for Flow control

  • Ianiro, Andrea
  • Guerrero Lozano, Vanesa
  • Discetti, Stefano
  • Raiola, Marco
  • Castellanos Garcia De Blas, Rodrigo
  • Foroozan, Firoozeh
  • Farzamnik, Ehsan
  • Rashwan Korny, Salma
... View more Collapse

Period: 01-01-2020 - 31-03-2022

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

PID2019-104901RB-I00 - Nuevas estrategias en regresión penalizada con aplicaciones en salud, demografía y economía

  • Durban Reguera, Maria Luz
  • Lillo Rodriguez, Rosa Elvira
  • Minguez Salido, Roman
  • Alves Portela Santos, Andre
  • Sguera, Carlo
  • Aguilera Morillo, Maria Del Carmen
  • Guerrero Lozano, Vanesa
  • Cifuentes Quintero, Jenny Alexandra
... View more Collapse

Period: 01-06-2020 - 31-05-2023

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

Predicción de edad biológica mediante algoritmos estadísticos y de inteligencia artificial

  • Durban Reguera, Maria Luz
  • Cascos Fernandez, Ignacio
  • D Auria, Bernardo
  • Cabras, Stefano
  • Guerrero Lozano, Vanesa

Period: 23-10-2020 - 23-10-2021

Type of funding: Regional

Funding entity: FUNDACION MUTUALIDAD ABOGACIA

DTS21/00091 - Desarrollo de un sistema de diagnóstico y tratamiento del Trastorno por Déficit de Atención e Hiperactividad basado en la Ciencia de Datos

  • Delgado Gomez, David
  • Grane Chavez, Aurea
  • Albarran Lozano, Irene
  • Arribas Gil, Ana
  • Ruiz Mora, Carlos
  • Guerrero Lozano, Vanesa
  • Peñuelas Calvo, Inmaculada
  • Migoya Borja, Marta
  • Bayona Beriso, Sofia
  • Porras Segovia, Alejandro
... View more Collapse

Period: 01-12-2021 - 30-11-2023

Type of funding: National

Funding entity: INSTITUTO DE SALUD CARLOS III

IND2020/TIC-17526 - Machine Learning y ciencia de datos para pesca sostenible

  • Guerrero Lozano, Vanesa

Period: 13-01-2021 - 12-01-2024

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

PDC2022-133359-I00 - TRANSMODEL - Transferencia de software en machine learning y modelización estadística con aplicaciones en salud, demografía, economía y fiabilidad

  • Durban Reguera, Maria Luz
  • Lillo Rodriguez, Rosa Elvira
  • Ucar Marques, Iñaki
  • Guerrero Lozano, Vanesa
  • Mendez Civieta, Alvaro
  • Cifuentes Quintero, Jenny Alexandra

Period: 01-12-2022 - 30-11-2024

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

PREDATOR-CM-UC3M - Prediction and control of turbulent flows with advanced statistical techniques (PREDATOR-CM-UC3M)

  • Discetti, Stefano
  • Meilan Vila, Andrea
  • Ianiro, Andrea
  • Guerrero Lozano, Vanesa
  • Marra, Luigi
  • Rodriguez Asensio, Alicia

Period: 01-01-2022 - 31-12-2023

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID

On spline surrogate models and reformulation techniques for Mixed Integer Nonlinear. Optimization

  • Guerrero Lozano, Vanesa
  • Durban Reguera, Maria Luz

Period: 01-09-2022 - 31-08-2024

Type of funding: International

Funding entity: FONDATION MATHEMATIQUE JACQUES HADAMARD (FMJH)

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 4/8/24 3:56 PM